Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9620553 0.9967312 0.8727632 0.0346382 0.9663055
bt 0.7810277 0.8089263 0.9063580 0.1497183 0.4785935
maxnet 0.6577075 0.7767563 0.9738516 0.2121656 0.4368016
gam 0.8245059 0.8119079 0.9645829 0.1325892 0.4713682
glm 0.7675889 0.7267606 0.8011322 0.1550165 0.4345361

Variable Importance

Partial Dependence